What I actually care about is problem solving ability, but sometimes I end up testing basic knowledge in order to weed out bullshitting candidates. If they don'

What I actually care about is problem solving ability, but sometimes I end up testing basic knowledge in order to weed out bullshitting candidates. If they don't really know what a dot product is, how can they know neural nets?